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June 5, 2026
Neural Network Maps as a Method for Constructing Mathematical Models
Scientists from HSE University–Nizhny Novgorod and the Institute of Physics Belgrade, Serbia, are jointly exploring the application of machine learning techniques and neural networks to the study of nonlinear dynamics. Natalya Stankevich, Leading Research Fellow at the Laboratory of Topological Methods in Dynamics of the Faculty of Informatics, Mathematics, and Computer Science at HSE University–Nizhny Novgorod, spoke to the HSE News Service about this international project.
June 5, 2026
‘In the Age of Technology, It Is Interesting to Look into the Past and Think about What We Can Take from It
Polina Tabakova decided to apply for a Philology degree at HSE in Nizhny Novgorod because she grew up in Mari El and did not want to move far away from the Russian forests. In an interview for the Young Scientists of HSE University project, she spoke about the genre of the campus novel, the existential drama of Kolobok, and a blackout version of Eugene Onegin.
June 5, 2026
HSE Scientists Develop Method to Compress Large Language Models Without Losing Quality
Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science have developed a new compression method for large language models such as GPT and LLaMA that reduces their size by 25–36% without additional training or significant loss of accuracy. This is the first approach to use mathematical transformations—specifically, rotations of model weights—to make models more amenable to compression with structured matrices. The study results have been published in ACL Findings 2025. The code is available on GitHub.

 

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Будь реалистом, требуй невозможного: проблемы применения компенсаторных механизмов конституционного правосудия

Вестник экономического правосудия Российской Федерации. 2025. № 1. С. 114–135.
Брикульский И. А.

Compensatory mechanisms are applied by the Constitutional Court when a review of the case following the judgment of the Constitutional Court cannot result in a full restoration of rights. Compensation could be utilised as an alternative to the case review. However, its regulation is limited to mentioning in the Law on the Constitutional Court. The law enforcement practice of ordinary courts on compensatory mechanisms is contradictory and unstable, even despite a number of legal guidelines of the Constitutional Court of the Russian Federation on this issue. The law enforcer does not have a systematic understanding of the nature of compensatory mechanisms as not only an alternative, but also an equivalent instrument of protection and restoration of violated constitutional rights. The formal approach of the ordinary courts leads to the fact that compensatory mechanisms are considered rather narrowly through the prism of civil compensation, the applicant is forced to repeatedly prove the harm caused to him, the causal link and the guilt of the state body. As a result, the mandatory nature of judgments of the Constitutional Court is questioned, the amount of compensatory mechanisms is significantly and unreasonably reduced, the bad faith of the applicant is presumed, therefore, the right to compensatory mechanisms becomes theoretical and illusory. The author refers to the practice of the Constitutional Court, law enforcement practice, decisions of a number of constitutional courts of Europe, applying similar compensatory instruments, international law and offers his view on potential criteria that can be used by the ordinary courts to assess compensatory mechanisms.

Research target: Law
Language: Russian
DOI
Text on another site
Keywords: Конституционный Суд РФкомпенсацияcompensationконституционное правосудиевозмещение вредаconstitutional justiceconstitutional court of Russian Federation
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